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Practice session slides will become available during the workshop

M. Chiara Mimmi, Ph.D. | Università degli Studi di Pavia

July 25, 2024

WORKSHOP TOPICS

  1. Intro to R and data analysis

    • Descriptive statistics and visual data exploration

  2. Statistical inference & hypothesis testing

    • probability, CI, comparing 1 sample to population, comparing 2 samples, tests

  3. From association to prediction

    • Supervised ML (regression)

  4. Intro to ML, elements of power analysis

    • Unsupervised ML algorithm (PCA)

WORKSHOP SCHEDULE

  • 4 days

  • Each day will include:

    • Frontal class (MORNING)
    • Practical training with R about the topics discussed in the morning. (AFTERNOON)

R 4 Biostatistics | MITGEST::training(2024)